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auto-sklearn

Automated Machine Learning with scikit-learn

beautygan_pytorch

Official PyTorch implementation of BeautyGAN (ACM MM 2018)

blog

Junnplus's technology blog

books

整理一些书籍 ,包含 C&C++ 、git 、Java、Keras 、Linux 、NLP 、Python 、Scala 、TensorFlow 、大数据 、推荐系统、数据库、数据挖掘 、机器学习 、深度学习 、算法等。

camel

Apache Camel is an open source integration framework that empowers you to quickly and easily integrate various systems consuming or producing data.

camelinaction2

:camel: This project hosts the source code for the examples of the Camel in Action 2nd ed book :closed_book: written by Claus Ibsen and Jonathan Anstey.

centernet

Object detection, 3D detection, and pose estimation using center point detection:

cpython

The Python programming language

daisyrec

A developing recommender system in pytorch. Algorithm: KNN, LFM, SLIM, NeuMF, FM, DeepFM, VAE and so on, which aims to fair comparison for recommender system benchmarks

deeplearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

deeplearning-1

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deepwalk

DeepWalk - Deep Learning for Graphs

dmr

Deep Match to Rank Model for Personalized Click-Through Rate Prediction

feature-engineering-handbook

A practical feature engineering handbook

featuretools

An open source python library for automated feature engineering

graphembedding

Implementation and experiments of graph embedding algorithms.

graphvite

GraphVite: A General and High-performance Graph Embedding System

instacart-basket-prediction

Kaggle | Instacart Market Basket Analysis🥕🥉

knowledgegraphcourse

东南大学《知识图谱》研究生课程

libffm

A Library for Field-aware Factorization Machines

libfm

Library for factorization machines

liblinear

lihang-code

《统计学习方法》的代码实现

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

node2vec

numpy

The fundamental package for scientific computing with Python.

numpy-ml

Machine learning, in numpy

psgan

PyTorch code for "PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer" (CVPR 2020 Oral)

python

All Algorithms implemented in Python